AI governance vs runtime governance
AI governance is the discipline of deciding what an organization's AI should be allowed to do and documenting it: policies, risk registers, model inventories, review boards. Runtime governance is the enforcement of those decisions in the path of each action, at the moment it executes, with verifiable evidence of the outcome.
The problem
Governance programmes produce artefacts that are accurate on the day they are written. Systems change faster than the artefacts do, and nothing in the artefact can stop an action.
Monitoring tools narrow the gap but sit beside the action rather than in front of it: they observe, they alert, and the action has already completed.
Why both are required
Runtime governance without a governance programme has nothing to enforce — someone still has to decide policy. A governance programme without runtime enforcement has no way to make the policy true.
How Skipr fits
Skipr is the enforcement half. Policies authored in the organization's governance process are evaluated per action, and the evidence produced feeds back into the same programme as proof rather than assertion.
Questions
- Do I still need an AI governance platform?
- If it is where your policy, risk and model inventory live, yes. Skipr enforces decisions; it does not replace the process that makes them.
- Can monitoring substitute for runtime enforcement?
- Monitoring tells you an action occurred. Enforcement determines whether it occurs. They answer different questions.
- Which does a regulator ask about?
- Increasingly both — the policy and the proof that it held while the system was running.
Continue
More from the library
- What is a sovereign runtime control plane?A sovereign runtime control plane decides, enforces and proves what people, AI agents, applications and machines may do — at runtime, inside infrastructure the organization owns.
- Runtime governance for AI agentsAI agents act between reviews. Runtime governance authorizes every tool call, data access and agent-to-agent exchange at the moment it happens, and proves what executed.
- What is governed execution?Governed execution means an action proceeds only inside the scope its policy allowed, and leaves verifiable proof of what was decided and what actually ran.